Locally linear embedding

LLE is a non-linear algorithm for mapping high-dimensional data into a lower dimensional (intrinsic) space. This package provides the main functions to performs the LLE alogrithm including some enhancements like subset selection, calculation of the intrinsic dimension etc.


Reference manual

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1.1 by Holger Diedrich, 7 years ago

Browse source code at https://github.com/cran/lle

Authors: Holger Diedrich , Dr. Markus Abel (Department of Physics , University Potsdam)

Documentation:   PDF Manual  

GPL-3 license

Depends on scatterplot3d, MASS, snowfall

Suggests rgl

Imported by FateID, SLICER, smartdata.

Suggested by dimRed.

See at CRAN